Multi-tower Network: TAL-Net [1]} proposed a multi-tower network, compose of several temporal convNets, each one responsible for a certain anchor-size. Then, the receptive field of each anchor segment was aligned with its temporal span using dilated temporal convolutions. This idea was also used in TSA-Net [2]}. However, assigning pre-defined temporal intervals limits the accuracy of generated proposals.
